<!DOCTYPE html><html><head>
      <title>04</title>
      <meta charset="utf-8">
      <meta name="viewport" content="width=device-width, initial-scale=1.0">
      
      <style>
      /*!
 * reveal.js
 * http://revealjs.com
 * MIT licensed
 *
 * Copyright (C) 2018 Hakim El Hattab, http://hakim.se
 */
/*********************************************
 * RESET STYLES
 *********************************************/
html, body, .reveal div, .reveal span, .reveal applet, .reveal object, .reveal iframe,
.reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6, .reveal p, .reveal blockquote, .reveal pre,
.reveal a, .reveal abbr, .reveal acronym, .reveal address, .reveal big, .reveal cite, .reveal code,
.reveal del, .reveal dfn, .reveal em, .reveal img, .reveal ins, .reveal kbd, .reveal q, .reveal s, .reveal samp,
.reveal small, .reveal strike, .reveal strong, .reveal sub, .reveal sup, .reveal tt, .reveal var,
.reveal b, .reveal u, .reveal center,
.reveal dl, .reveal dt, .reveal dd, .reveal ol, .reveal ul, .reveal li,
.reveal fieldset, .reveal form, .reveal label, .reveal legend,
.reveal table, .reveal caption, .reveal tbody, .reveal tfoot, .reveal thead, .reveal tr, .reveal th, .reveal td,
.reveal article, .reveal aside, .reveal canvas, .reveal details, .reveal embed,
.reveal figure, .reveal figcaption, .reveal footer, .reveal header, .reveal hgroup,
.reveal menu, .reveal nav, .reveal output, .reveal ruby, .reveal section, .reveal summary,
.reveal time, .reveal mark, .reveal audio, .reveal video {
  margin: 0;
  padding: 0;
  border: 0;
  font-size: 100%;
  /* font: inherit; */
  vertical-align: baseline; }

.reveal article, .reveal aside, .reveal details, .reveal figcaption, .reveal figure,
.reveal footer, .reveal header, .reveal hgroup, .reveal menu, .reveal nav, .reveal section {
  display: block; }

/*********************************************
 * GLOBAL STYLES
 *********************************************/
html,
body {
  width: 100%;
  height: 100%;
  overflow: hidden; }

body {
  position: relative;
  line-height: 1;
  background-color: #fff;
  color: #000; }

/*********************************************
 * VIEW FRAGMENTS
 *********************************************/
.reveal .slides section .fragment {
  opacity: 0;
  visibility: hidden;
  transition: all .2s ease; }
  .reveal .slides section .fragment.visible {
    opacity: 1;
    visibility: inherit; }

.reveal .slides section .fragment.grow {
  opacity: 1;
  visibility: inherit; }
  .reveal .slides section .fragment.grow.visible {
    -webkit-transform: scale(1.3);
            transform: scale(1.3); }

.reveal .slides section .fragment.shrink {
  opacity: 1;
  visibility: inherit; }
  .reveal .slides section .fragment.shrink.visible {
    -webkit-transform: scale(0.7);
            transform: scale(0.7); }

.reveal .slides section .fragment.zoom-in {
  -webkit-transform: scale(0.1);
          transform: scale(0.1); }
  .reveal .slides section .fragment.zoom-in.visible {
    -webkit-transform: none;
            transform: none; }

.reveal .slides section .fragment.fade-out {
  opacity: 1;
  visibility: inherit; }
  .reveal .slides section .fragment.fade-out.visible {
    opacity: 0;
    visibility: hidden; }

.reveal .slides section .fragment.semi-fade-out {
  opacity: 1;
  visibility: inherit; }
  .reveal .slides section .fragment.semi-fade-out.visible {
    opacity: 0.5;
    visibility: inherit; }

.reveal .slides section .fragment.strike {
  opacity: 1;
  visibility: inherit; }
  .reveal .slides section .fragment.strike.visible {
    text-decoration: line-through; }

.reveal .slides section .fragment.fade-up {
  -webkit-transform: translate(0, 20%);
          transform: translate(0, 20%); }
  .reveal .slides section .fragment.fade-up.visible {
    -webkit-transform: translate(0, 0);
            transform: translate(0, 0); }

.reveal .slides section .fragment.fade-down {
  -webkit-transform: translate(0, -20%);
          transform: translate(0, -20%); }
  .reveal .slides section .fragment.fade-down.visible {
    -webkit-transform: translate(0, 0);
            transform: translate(0, 0); }

.reveal .slides section .fragment.fade-right {
  -webkit-transform: translate(-20%, 0);
          transform: translate(-20%, 0); }
  .reveal .slides section .fragment.fade-right.visible {
    -webkit-transform: translate(0, 0);
            transform: translate(0, 0); }

.reveal .slides section .fragment.fade-left {
  -webkit-transform: translate(20%, 0);
          transform: translate(20%, 0); }
  .reveal .slides section .fragment.fade-left.visible {
    -webkit-transform: translate(0, 0);
            transform: translate(0, 0); }

.reveal .slides section .fragment.fade-in-then-out,
.reveal .slides section .fragment.current-visible {
  opacity: 0;
  visibility: hidden; }
  .reveal .slides section .fragment.fade-in-then-out.current-fragment,
  .reveal .slides section .fragment.current-visible.current-fragment {
    opacity: 1;
    visibility: inherit; }

.reveal .slides section .fragment.fade-in-then-semi-out {
  opacity: 0;
  visibility: hidden; }
  .reveal .slides section .fragment.fade-in-then-semi-out.visible {
    opacity: 0.5;
    visibility: inherit; }
  .reveal .slides section .fragment.fade-in-then-semi-out.current-fragment {
    opacity: 1;
    visibility: inherit; }

.reveal .slides section .fragment.highlight-red,
.reveal .slides section .fragment.highlight-current-red,
.reveal .slides section .fragment.highlight-green,
.reveal .slides section .fragment.highlight-current-green,
.reveal .slides section .fragment.highlight-blue,
.reveal .slides section .fragment.highlight-current-blue {
  opacity: 1;
  visibility: inherit; }

.reveal .slides section .fragment.highlight-red.visible {
  color: #ff2c2d; }

.reveal .slides section .fragment.highlight-green.visible {
  color: #17ff2e; }

.reveal .slides section .fragment.highlight-blue.visible {
  color: #1b91ff; }

.reveal .slides section .fragment.highlight-current-red.current-fragment {
  color: #ff2c2d; }

.reveal .slides section .fragment.highlight-current-green.current-fragment {
  color: #17ff2e; }

.reveal .slides section .fragment.highlight-current-blue.current-fragment {
  color: #1b91ff; }

/*********************************************
 * DEFAULT ELEMENT STYLES
 *********************************************/
/* Fixes issue in Chrome where italic fonts did not appear when printing to PDF */
.reveal:after {
  content: '';
  font-style: italic; }

.reveal iframe {
  z-index: 1; }

/** Prevents layering issues in certain browser/transition combinations */
.reveal a {
  position: relative; }

.reveal .stretch {
  max-width: none;
  max-height: none; }

.reveal pre.stretch code {
  height: 100%;
  max-height: 100%;
  box-sizing: border-box; }

/*********************************************
 * CONTROLS
 *********************************************/
@-webkit-keyframes bounce-right {
  0%, 10%, 25%, 40%, 50% {
    -webkit-transform: translateX(0);
            transform: translateX(0); }
  20% {
    -webkit-transform: translateX(10px);
            transform: translateX(10px); }
  30% {
    -webkit-transform: translateX(-5px);
            transform: translateX(-5px); } }
@keyframes bounce-right {
  0%, 10%, 25%, 40%, 50% {
    -webkit-transform: translateX(0);
            transform: translateX(0); }
  20% {
    -webkit-transform: translateX(10px);
            transform: translateX(10px); }
  30% {
    -webkit-transform: translateX(-5px);
            transform: translateX(-5px); } }

@-webkit-keyframes bounce-down {
  0%, 10%, 25%, 40%, 50% {
    -webkit-transform: translateY(0);
            transform: translateY(0); }
  20% {
    -webkit-transform: translateY(10px);
            transform: translateY(10px); }
  30% {
    -webkit-transform: translateY(-5px);
            transform: translateY(-5px); } }

@keyframes bounce-down {
  0%, 10%, 25%, 40%, 50% {
    -webkit-transform: translateY(0);
            transform: translateY(0); }
  20% {
    -webkit-transform: translateY(10px);
            transform: translateY(10px); }
  30% {
    -webkit-transform: translateY(-5px);
            transform: translateY(-5px); } }

.reveal .controls {
  display: none;
  position: absolute;
  top: auto;
  bottom: 12px;
  right: 12px;
  left: auto;
  z-index: 1;
  color: #000;
  pointer-events: none;
  font-size: 10px; }
  .reveal .controls button {
    position: absolute;
    padding: 0;
    background-color: transparent;
    border: 0;
    outline: 0;
    cursor: pointer;
    color: currentColor;
    -webkit-transform: scale(0.9999);
            transform: scale(0.9999);
    transition: color 0.2s ease, opacity 0.2s ease, -webkit-transform 0.2s ease;
    transition: color 0.2s ease, opacity 0.2s ease, transform 0.2s ease;
    z-index: 2;
    pointer-events: auto;
    font-size: inherit;
    visibility: hidden;
    opacity: 0;
    -webkit-appearance: none;
    -webkit-tap-highlight-color: transparent; }
  .reveal .controls .controls-arrow:before,
  .reveal .controls .controls-arrow:after {
    content: '';
    position: absolute;
    top: 0;
    left: 0;
    width: 2.6em;
    height: 0.5em;
    border-radius: 0.25em;
    background-color: currentColor;
    transition: all 0.15s ease, background-color 0.8s ease;
    -webkit-transform-origin: 0.2em 50%;
            transform-origin: 0.2em 50%;
    will-change: transform; }
  .reveal .controls .controls-arrow {
    position: relative;
    width: 3.6em;
    height: 3.6em; }
    .reveal .controls .controls-arrow:before {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(45deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(45deg); }
    .reveal .controls .controls-arrow:after {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(-45deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(-45deg); }
    .reveal .controls .controls-arrow:hover:before {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(40deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(40deg); }
    .reveal .controls .controls-arrow:hover:after {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(-40deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(-40deg); }
    .reveal .controls .controls-arrow:active:before {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(36deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(36deg); }
    .reveal .controls .controls-arrow:active:after {
      -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(-36deg);
              transform: translateX(0.5em) translateY(1.55em) rotate(-36deg); }
  .reveal .controls .navigate-left {
    right: 6.4em;
    bottom: 3.2em;
    -webkit-transform: translateX(-10px);
            transform: translateX(-10px); }
  .reveal .controls .navigate-right {
    right: 0;
    bottom: 3.2em;
    -webkit-transform: translateX(10px);
            transform: translateX(10px); }
    .reveal .controls .navigate-right .controls-arrow {
      -webkit-transform: rotate(180deg);
              transform: rotate(180deg); }
    .reveal .controls .navigate-right.highlight {
      -webkit-animation: bounce-right 2s 50 both ease-out;
              animation: bounce-right 2s 50 both ease-out; }
  .reveal .controls .navigate-up {
    right: 3.2em;
    bottom: 6.4em;
    -webkit-transform: translateY(-10px);
            transform: translateY(-10px); }
    .reveal .controls .navigate-up .controls-arrow {
      -webkit-transform: rotate(90deg);
              transform: rotate(90deg); }
  .reveal .controls .navigate-down {
    right: 3.2em;
    bottom: 0;
    -webkit-transform: translateY(10px);
            transform: translateY(10px); }
    .reveal .controls .navigate-down .controls-arrow {
      -webkit-transform: rotate(-90deg);
              transform: rotate(-90deg); }
    .reveal .controls .navigate-down.highlight {
      -webkit-animation: bounce-down 2s 50 both ease-out;
              animation: bounce-down 2s 50 both ease-out; }
  .reveal .controls[data-controls-back-arrows="faded"] .navigate-left.enabled,
  .reveal .controls[data-controls-back-arrows="faded"] .navigate-up.enabled {
    opacity: 0.3; }
    .reveal .controls[data-controls-back-arrows="faded"] .navigate-left.enabled:hover,
    .reveal .controls[data-controls-back-arrows="faded"] .navigate-up.enabled:hover {
      opacity: 1; }
  .reveal .controls[data-controls-back-arrows="hidden"] .navigate-left.enabled,
  .reveal .controls[data-controls-back-arrows="hidden"] .navigate-up.enabled {
    opacity: 0;
    visibility: hidden; }
  .reveal .controls .enabled {
    visibility: visible;
    opacity: 0.9;
    cursor: pointer;
    -webkit-transform: none;
            transform: none; }
  .reveal .controls .enabled.fragmented {
    opacity: 0.5; }
  .reveal .controls .enabled:hover,
  .reveal .controls .enabled.fragmented:hover {
    opacity: 1; }

.reveal:not(.has-vertical-slides) .controls .navigate-left {
  bottom: 1.4em;
  right: 5.5em; }

.reveal:not(.has-vertical-slides) .controls .navigate-right {
  bottom: 1.4em;
  right: 0.5em; }

.reveal:not(.has-horizontal-slides) .controls .navigate-up {
  right: 1.4em;
  bottom: 5em; }

.reveal:not(.has-horizontal-slides) .controls .navigate-down {
  right: 1.4em;
  bottom: 0.5em; }

.reveal.has-dark-background .controls {
  color: #fff; }

.reveal.has-light-background .controls {
  color: #000; }

.reveal.no-hover .controls .controls-arrow:hover:before,
.reveal.no-hover .controls .controls-arrow:active:before {
  -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(45deg);
          transform: translateX(0.5em) translateY(1.55em) rotate(45deg); }

.reveal.no-hover .controls .controls-arrow:hover:after,
.reveal.no-hover .controls .controls-arrow:active:after {
  -webkit-transform: translateX(0.5em) translateY(1.55em) rotate(-45deg);
          transform: translateX(0.5em) translateY(1.55em) rotate(-45deg); }

@media screen and (min-width: 500px) {
  .reveal .controls[data-controls-layout="edges"] {
    top: 0;
    right: 0;
    bottom: 0;
    left: 0; }
  .reveal .controls[data-controls-layout="edges"] .navigate-left,
  .reveal .controls[data-controls-layout="edges"] .navigate-right,
  .reveal .controls[data-controls-layout="edges"] .navigate-up,
  .reveal .controls[data-controls-layout="edges"] .navigate-down {
    bottom: auto;
    right: auto; }
  .reveal .controls[data-controls-layout="edges"] .navigate-left {
    top: 50%;
    left: 8px;
    margin-top: -1.8em; }
  .reveal .controls[data-controls-layout="edges"] .navigate-right {
    top: 50%;
    right: 8px;
    margin-top: -1.8em; }
  .reveal .controls[data-controls-layout="edges"] .navigate-up {
    top: 8px;
    left: 50%;
    margin-left: -1.8em; }
  .reveal .controls[data-controls-layout="edges"] .navigate-down {
    bottom: 8px;
    left: 50%;
    margin-left: -1.8em; } }

/*********************************************
 * PROGRESS BAR
 *********************************************/
.reveal .progress {
  position: absolute;
  display: none;
  height: 3px;
  width: 100%;
  bottom: 0;
  left: 0;
  z-index: 10;
  background-color: rgba(0, 0, 0, 0.2);
  color: #fff; }

.reveal .progress:after {
  content: '';
  display: block;
  position: absolute;
  height: 10px;
  width: 100%;
  top: -10px; }

.reveal .progress span {
  display: block;
  height: 100%;
  width: 0px;
  background-color: currentColor;
  transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }

/*********************************************
 * SLIDE NUMBER
 *********************************************/
.reveal .slide-number {
  position: absolute;
  display: block;
  right: 8px;
  bottom: 8px;
  z-index: 31;
  font-family: Helvetica, sans-serif;
  font-size: 12px;
  line-height: 1;
  color: #fff;
  background-color: rgba(0, 0, 0, 0.4);
  padding: 5px; }

.reveal .slide-number a {
  color: currentColor; }

.reveal .slide-number-delimiter {
  margin: 0 3px; }

/*********************************************
 * SLIDES
 *********************************************/
.reveal {
  position: relative;
  width: 100%;
  height: 100%;
  overflow: hidden;
  -ms-touch-action: none;
      touch-action: none; }

@media only screen and (orientation: landscape) {
  .reveal.ua-iphone {
    position: fixed; } }

.reveal .slides {
  position: absolute;
  width: 100%;
  height: 100%;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  margin: auto;
  pointer-events: none;
  overflow: visible;
  z-index: 1;
  text-align: center;
  -webkit-perspective: 600px;
          perspective: 600px;
  -webkit-perspective-origin: 50% 40%;
          perspective-origin: 50% 40%; }

.reveal .slides > section {
  -ms-perspective: 600px; }

.reveal .slides > section,
.reveal .slides > section > section {
  display: none;
  position: absolute;
  width: 100%;
  padding: 20px 0px;
  pointer-events: auto;
  z-index: 10;
  -webkit-transform-style: flat;
          transform-style: flat;
  transition: -webkit-transform-origin 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), -webkit-transform 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), visibility 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), opacity 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
  transition: transform-origin 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), transform 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), visibility 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), opacity 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }

/* Global transition speed settings */
.reveal[data-transition-speed="fast"] .slides section {
  transition-duration: 400ms; }

.reveal[data-transition-speed="slow"] .slides section {
  transition-duration: 1200ms; }

/* Slide-specific transition speed overrides */
.reveal .slides section[data-transition-speed="fast"] {
  transition-duration: 400ms; }

.reveal .slides section[data-transition-speed="slow"] {
  transition-duration: 1200ms; }

.reveal .slides > section.stack {
  padding-top: 0;
  padding-bottom: 0;
  pointer-events: none; }

.reveal .slides > section.present,
.reveal .slides > section > section.present {
  display: block;
  z-index: 11;
  opacity: 1; }

.reveal .slides > section:empty,
.reveal .slides > section > section:empty,
.reveal .slides > section[data-background-interactive],
.reveal .slides > section > section[data-background-interactive] {
  pointer-events: none; }

.reveal.center,
.reveal.center .slides,
.reveal.center .slides section {
  min-height: 0 !important; }

/* Don't allow interaction with invisible slides */
.reveal .slides > section.future,
.reveal .slides > section > section.future,
.reveal .slides > section.past,
.reveal .slides > section > section.past {
  pointer-events: none; }

.reveal.overview .slides > section,
.reveal.overview .slides > section > section {
  pointer-events: auto; }

.reveal .slides > section.past,
.reveal .slides > section.future,
.reveal .slides > section > section.past,
.reveal .slides > section > section.future {
  opacity: 0; }

/*********************************************
 * Mixins for readability of transitions
 *********************************************/
/*********************************************
 * SLIDE TRANSITION
 * Aliased 'linear' for backwards compatibility
 *********************************************/
.reveal.slide section {
  -webkit-backface-visibility: hidden;
          backface-visibility: hidden; }

.reveal .slides > section[data-transition=slide].past,
.reveal .slides > section[data-transition~=slide-out].past,
.reveal.slide .slides > section:not([data-transition]).past {
  -webkit-transform: translate(-150%, 0);
          transform: translate(-150%, 0); }

.reveal .slides > section[data-transition=slide].future,
.reveal .slides > section[data-transition~=slide-in].future,
.reveal.slide .slides > section:not([data-transition]).future {
  -webkit-transform: translate(150%, 0);
          transform: translate(150%, 0); }

.reveal .slides > section > section[data-transition=slide].past,
.reveal .slides > section > section[data-transition~=slide-out].past,
.reveal.slide .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate(0, -150%);
          transform: translate(0, -150%); }

.reveal .slides > section > section[data-transition=slide].future,
.reveal .slides > section > section[data-transition~=slide-in].future,
.reveal.slide .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate(0, 150%);
          transform: translate(0, 150%); }

.reveal.linear section {
  -webkit-backface-visibility: hidden;
          backface-visibility: hidden; }

.reveal .slides > section[data-transition=linear].past,
.reveal .slides > section[data-transition~=linear-out].past,
.reveal.linear .slides > section:not([data-transition]).past {
  -webkit-transform: translate(-150%, 0);
          transform: translate(-150%, 0); }

.reveal .slides > section[data-transition=linear].future,
.reveal .slides > section[data-transition~=linear-in].future,
.reveal.linear .slides > section:not([data-transition]).future {
  -webkit-transform: translate(150%, 0);
          transform: translate(150%, 0); }

.reveal .slides > section > section[data-transition=linear].past,
.reveal .slides > section > section[data-transition~=linear-out].past,
.reveal.linear .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate(0, -150%);
          transform: translate(0, -150%); }

.reveal .slides > section > section[data-transition=linear].future,
.reveal .slides > section > section[data-transition~=linear-in].future,
.reveal.linear .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate(0, 150%);
          transform: translate(0, 150%); }

/*********************************************
 * CONVEX TRANSITION
 * Aliased 'default' for backwards compatibility
 *********************************************/
.reveal .slides section[data-transition=default].stack,
.reveal.default .slides section.stack {
  -webkit-transform-style: preserve-3d;
          transform-style: preserve-3d; }

.reveal .slides > section[data-transition=default].past,
.reveal .slides > section[data-transition~=default-out].past,
.reveal.default .slides > section:not([data-transition]).past {
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0);
          transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); }

.reveal .slides > section[data-transition=default].future,
.reveal .slides > section[data-transition~=default-in].future,
.reveal.default .slides > section:not([data-transition]).future {
  -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0);
          transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); }

.reveal .slides > section > section[data-transition=default].past,
.reveal .slides > section > section[data-transition~=default-out].past,
.reveal.default .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0);
          transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); }

.reveal .slides > section > section[data-transition=default].future,
.reveal .slides > section > section[data-transition~=default-in].future,
.reveal.default .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0);
          transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); }

.reveal .slides section[data-transition=convex].stack,
.reveal.convex .slides section.stack {
  -webkit-transform-style: preserve-3d;
          transform-style: preserve-3d; }

.reveal .slides > section[data-transition=convex].past,
.reveal .slides > section[data-transition~=convex-out].past,
.reveal.convex .slides > section:not([data-transition]).past {
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0);
          transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); }

.reveal .slides > section[data-transition=convex].future,
.reveal .slides > section[data-transition~=convex-in].future,
.reveal.convex .slides > section:not([data-transition]).future {
  -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0);
          transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); }

.reveal .slides > section > section[data-transition=convex].past,
.reveal .slides > section > section[data-transition~=convex-out].past,
.reveal.convex .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0);
          transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); }

.reveal .slides > section > section[data-transition=convex].future,
.reveal .slides > section > section[data-transition~=convex-in].future,
.reveal.convex .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0);
          transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); }

/*********************************************
 * CONCAVE TRANSITION
 *********************************************/
.reveal .slides section[data-transition=concave].stack,
.reveal.concave .slides section.stack {
  -webkit-transform-style: preserve-3d;
          transform-style: preserve-3d; }

.reveal .slides > section[data-transition=concave].past,
.reveal .slides > section[data-transition~=concave-out].past,
.reveal.concave .slides > section:not([data-transition]).past {
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0);
          transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); }

.reveal .slides > section[data-transition=concave].future,
.reveal .slides > section[data-transition~=concave-in].future,
.reveal.concave .slides > section:not([data-transition]).future {
  -webkit-transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0);
          transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); }

.reveal .slides > section > section[data-transition=concave].past,
.reveal .slides > section > section[data-transition~=concave-out].past,
.reveal.concave .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate3d(0, -80%, 0) rotateX(-70deg) translate3d(0, -80%, 0);
          transform: translate3d(0, -80%, 0) rotateX(-70deg) translate3d(0, -80%, 0); }

.reveal .slides > section > section[data-transition=concave].future,
.reveal .slides > section > section[data-transition~=concave-in].future,
.reveal.concave .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate3d(0, 80%, 0) rotateX(70deg) translate3d(0, 80%, 0);
          transform: translate3d(0, 80%, 0) rotateX(70deg) translate3d(0, 80%, 0); }

/*********************************************
 * ZOOM TRANSITION
 *********************************************/
.reveal .slides section[data-transition=zoom],
.reveal.zoom .slides section:not([data-transition]) {
  transition-timing-function: ease; }

.reveal .slides > section[data-transition=zoom].past,
.reveal .slides > section[data-transition~=zoom-out].past,
.reveal.zoom .slides > section:not([data-transition]).past {
  visibility: hidden;
  -webkit-transform: scale(16);
          transform: scale(16); }

.reveal .slides > section[data-transition=zoom].future,
.reveal .slides > section[data-transition~=zoom-in].future,
.reveal.zoom .slides > section:not([data-transition]).future {
  visibility: hidden;
  -webkit-transform: scale(0.2);
          transform: scale(0.2); }

.reveal .slides > section > section[data-transition=zoom].past,
.reveal .slides > section > section[data-transition~=zoom-out].past,
.reveal.zoom .slides > section > section:not([data-transition]).past {
  -webkit-transform: translate(0, -150%);
          transform: translate(0, -150%); }

.reveal .slides > section > section[data-transition=zoom].future,
.reveal .slides > section > section[data-transition~=zoom-in].future,
.reveal.zoom .slides > section > section:not([data-transition]).future {
  -webkit-transform: translate(0, 150%);
          transform: translate(0, 150%); }

/*********************************************
 * CUBE TRANSITION
 *
 * WARNING:
 * this is deprecated and will be removed in a
 * future version.
 *********************************************/
.reveal.cube .slides {
  -webkit-perspective: 1300px;
          perspective: 1300px; }

.reveal.cube .slides section {
  padding: 30px;
  min-height: 700px;
  -webkit-backface-visibility: hidden;
          backface-visibility: hidden;
  box-sizing: border-box;
  -webkit-transform-style: preserve-3d;
          transform-style: preserve-3d; }

.reveal.center.cube .slides section {
  min-height: 0; }

.reveal.cube .slides section:not(.stack):before {
  content: '';
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  left: 0;
  top: 0;
  background: rgba(0, 0, 0, 0.1);
  border-radius: 4px;
  -webkit-transform: translateZ(-20px);
          transform: translateZ(-20px); }

.reveal.cube .slides section:not(.stack):after {
  content: '';
  position: absolute;
  display: block;
  width: 90%;
  height: 30px;
  left: 5%;
  bottom: 0;
  background: none;
  z-index: 1;
  border-radius: 4px;
  box-shadow: 0px 95px 25px rgba(0, 0, 0, 0.2);
  -webkit-transform: translateZ(-90px) rotateX(65deg);
          transform: translateZ(-90px) rotateX(65deg); }

.reveal.cube .slides > section.stack {
  padding: 0;
  background: none; }

.reveal.cube .slides > section.past {
  -webkit-transform-origin: 100% 0%;
          transform-origin: 100% 0%;
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg);
          transform: translate3d(-100%, 0, 0) rotateY(-90deg); }

.reveal.cube .slides > section.future {
  -webkit-transform-origin: 0% 0%;
          transform-origin: 0% 0%;
  -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg);
          transform: translate3d(100%, 0, 0) rotateY(90deg); }

.reveal.cube .slides > section > section.past {
  -webkit-transform-origin: 0% 100%;
          transform-origin: 0% 100%;
  -webkit-transform: translate3d(0, -100%, 0) rotateX(90deg);
          transform: translate3d(0, -100%, 0) rotateX(90deg); }

.reveal.cube .slides > section > section.future {
  -webkit-transform-origin: 0% 0%;
          transform-origin: 0% 0%;
  -webkit-transform: translate3d(0, 100%, 0) rotateX(-90deg);
          transform: translate3d(0, 100%, 0) rotateX(-90deg); }

/*********************************************
 * PAGE TRANSITION
 *
 * WARNING:
 * this is deprecated and will be removed in a
 * future version.
 *********************************************/
.reveal.page .slides {
  -webkit-perspective-origin: 0% 50%;
          perspective-origin: 0% 50%;
  -webkit-perspective: 3000px;
          perspective: 3000px; }

.reveal.page .slides section {
  padding: 30px;
  min-height: 700px;
  box-sizing: border-box;
  -webkit-transform-style: preserve-3d;
          transform-style: preserve-3d; }

.reveal.page .slides section.past {
  z-index: 12; }

.reveal.page .slides section:not(.stack):before {
  content: '';
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  left: 0;
  top: 0;
  background: rgba(0, 0, 0, 0.1);
  -webkit-transform: translateZ(-20px);
          transform: translateZ(-20px); }

.reveal.page .slides section:not(.stack):after {
  content: '';
  position: absolute;
  display: block;
  width: 90%;
  height: 30px;
  left: 5%;
  bottom: 0;
  background: none;
  z-index: 1;
  border-radius: 4px;
  box-shadow: 0px 95px 25px rgba(0, 0, 0, 0.2);
  -webkit-transform: translateZ(-90px) rotateX(65deg); }

.reveal.page .slides > section.stack {
  padding: 0;
  background: none; }

.reveal.page .slides > section.past {
  -webkit-transform-origin: 0% 0%;
          transform-origin: 0% 0%;
  -webkit-transform: translate3d(-40%, 0, 0) rotateY(-80deg);
          transform: translate3d(-40%, 0, 0) rotateY(-80deg); }

.reveal.page .slides > section.future {
  -webkit-transform-origin: 100% 0%;
          transform-origin: 100% 0%;
  -webkit-transform: translate3d(0, 0, 0);
          transform: translate3d(0, 0, 0); }

.reveal.page .slides > section > section.past {
  -webkit-transform-origin: 0% 0%;
          transform-origin: 0% 0%;
  -webkit-transform: translate3d(0, -40%, 0) rotateX(80deg);
          transform: translate3d(0, -40%, 0) rotateX(80deg); }

.reveal.page .slides > section > section.future {
  -webkit-transform-origin: 0% 100%;
          transform-origin: 0% 100%;
  -webkit-transform: translate3d(0, 0, 0);
          transform: translate3d(0, 0, 0); }

/*********************************************
 * FADE TRANSITION
 *********************************************/
.reveal .slides section[data-transition=fade],
.reveal.fade .slides section:not([data-transition]),
.reveal.fade .slides > section > section:not([data-transition]) {
  -webkit-transform: none;
          transform: none;
  transition: opacity 0.5s; }

.reveal.fade.overview .slides section,
.reveal.fade.overview .slides > section > section {
  transition: none; }

/*********************************************
 * NO TRANSITION
 *********************************************/
.reveal .slides section[data-transition=none],
.reveal.none .slides section:not([data-transition]) {
  -webkit-transform: none;
          transform: none;
  transition: none; }

/*********************************************
 * PAUSED MODE
 *********************************************/
.reveal .pause-overlay {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  background: black;
  visibility: hidden;
  opacity: 0;
  z-index: 100;
  transition: all 1s ease; }

.reveal .pause-overlay .resume-button {
  position: absolute;
  bottom: 20px;
  right: 20px;
  color: #ccc;
  border-radius: 2px;
  padding: 6px 14px;
  border: 2px solid #ccc;
  font-size: 16px;
  background: transparent;
  cursor: pointer; }
  .reveal .pause-overlay .resume-button:hover {
    color: #fff;
    border-color: #fff; }

.reveal.paused .pause-overlay {
  visibility: visible;
  opacity: 1; }

/*********************************************
 * FALLBACK
 *********************************************/
.no-transforms {
  overflow-y: auto; }

.no-transforms .reveal .slides {
  position: relative;
  width: 80%;
  height: auto !important;
  top: 0;
  left: 50%;
  margin: 0;
  text-align: center; }

.no-transforms .reveal .controls,
.no-transforms .reveal .progress {
  display: none !important; }

.no-transforms .reveal .slides section {
  display: block !important;
  opacity: 1 !important;
  position: relative !important;
  height: auto;
  min-height: 0;
  top: 0;
  left: -50%;
  margin: 70px 0;
  -webkit-transform: none;
          transform: none; }

.no-transforms .reveal .slides section section {
  left: 0; }

.reveal .no-transition,
.reveal .no-transition * {
  transition: none !important; }

/*********************************************
 * PER-SLIDE BACKGROUNDS
 *********************************************/
.reveal .backgrounds {
  position: absolute;
  width: 100%;
  height: 100%;
  top: 0;
  left: 0;
  -webkit-perspective: 600px;
          perspective: 600px; }

.reveal .slide-background {
  display: none;
  position: absolute;
  width: 100%;
  height: 100%;
  opacity: 0;
  visibility: hidden;
  overflow: hidden;
  background-color: transparent;
  transition: all 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }

.reveal .slide-background-content {
  position: absolute;
  width: 100%;
  height: 100%;
  background-position: 50% 50%;
  background-repeat: no-repeat;
  background-size: cover; }

.reveal .slide-background.stack {
  display: block; }

.reveal .slide-background.present {
  opacity: 1;
  visibility: visible;
  z-index: 2; }

.print-pdf .reveal .slide-background {
  opacity: 1 !important;
  visibility: visible !important; }

/* Video backgrounds */
.reveal .slide-background video {
  position: absolute;
  width: 100%;
  height: 100%;
  max-width: none;
  max-height: none;
  top: 0;
  left: 0;
  -o-object-fit: cover;
     object-fit: cover; }

.reveal .slide-background[data-background-size="contain"] video {
  -o-object-fit: contain;
     object-fit: contain; }

/* Immediate transition style */
.reveal[data-background-transition=none] > .backgrounds .slide-background,
.reveal > .backgrounds .slide-background[data-background-transition=none] {
  transition: none; }

/* Slide */
.reveal[data-background-transition=slide] > .backgrounds .slide-background,
.reveal > .backgrounds .slide-background[data-background-transition=slide] {
  opacity: 1;
  -webkit-backface-visibility: hidden;
          backface-visibility: hidden; }

.reveal[data-background-transition=slide] > .backgrounds .slide-background.past,
.reveal > .backgrounds .slide-background.past[data-background-transition=slide] {
  -webkit-transform: translate(-100%, 0);
          transform: translate(-100%, 0); }

.reveal[data-background-transition=slide] > .backgrounds .slide-background.future,
.reveal > .backgrounds .slide-background.future[data-background-transition=slide] {
  -webkit-transform: translate(100%, 0);
          transform: translate(100%, 0); }

.reveal[data-background-transition=slide] > .backgrounds .slide-background > .slide-background.past,
.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=slide] {
  -webkit-transform: translate(0, -100%);
          transform: translate(0, -100%); }

.reveal[data-background-transition=slide] > .backgrounds .slide-background > .slide-background.future,
.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=slide] {
  -webkit-transform: translate(0, 100%);
          transform: translate(0, 100%); }

/* Convex */
.reveal[data-background-transition=convex] > .backgrounds .slide-background.past,
.reveal > .backgrounds .slide-background.past[data-background-transition=convex] {
  opacity: 0;
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0);
          transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); }

.reveal[data-background-transition=convex] > .backgrounds .slide-background.future,
.reveal > .backgrounds .slide-background.future[data-background-transition=convex] {
  opacity: 0;
  -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0);
          transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); }

.reveal[data-background-transition=convex] > .backgrounds .slide-background > .slide-background.past,
.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=convex] {
  opacity: 0;
  -webkit-transform: translate3d(0, -100%, 0) rotateX(90deg) translate3d(0, -100%, 0);
          transform: translate3d(0, -100%, 0) rotateX(90deg) translate3d(0, -100%, 0); }

.reveal[data-background-transition=convex] > .backgrounds .slide-background > .slide-background.future,
.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=convex] {
  opacity: 0;
  -webkit-transform: translate3d(0, 100%, 0) rotateX(-90deg) translate3d(0, 100%, 0);
          transform: translate3d(0, 100%, 0) rotateX(-90deg) translate3d(0, 100%, 0); }

/* Concave */
.reveal[data-background-transition=concave] > .backgrounds .slide-background.past,
.reveal > .backgrounds .slide-background.past[data-background-transition=concave] {
  opacity: 0;
  -webkit-transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0);
          transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); }

.reveal[data-background-transition=concave] > .backgrounds .slide-background.future,
.reveal > .backgrounds .slide-background.future[data-background-transition=concave] {
  opacity: 0;
  -webkit-transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0);
          transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); }

.reveal[data-background-transition=concave] > .backgrounds .slide-background > .slide-background.past,
.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=concave] {
  opacity: 0;
  -webkit-transform: translate3d(0, -100%, 0) rotateX(-90deg) translate3d(0, -100%, 0);
          transform: translate3d(0, -100%, 0) rotateX(-90deg) translate3d(0, -100%, 0); }

.reveal[data-background-transition=concave] > .backgrounds .slide-background > .slide-background.future,
.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=concave] {
  opacity: 0;
  -webkit-transform: translate3d(0, 100%, 0) rotateX(90deg) translate3d(0, 100%, 0);
          transform: translate3d(0, 100%, 0) rotateX(90deg) translate3d(0, 100%, 0); }

/* Zoom */
.reveal[data-background-transition=zoom] > .backgrounds .slide-background,
.reveal > .backgrounds .slide-background[data-background-transition=zoom] {
  transition-timing-function: ease; }

.reveal[data-background-transition=zoom] > .backgrounds .slide-background.past,
.reveal > .backgrounds .slide-background.past[data-background-transition=zoom] {
  opacity: 0;
  visibility: hidden;
  -webkit-transform: scale(16);
          transform: scale(16); }

.reveal[data-background-transition=zoom] > .backgrounds .slide-background.future,
.reveal > .backgrounds .slide-background.future[data-background-transition=zoom] {
  opacity: 0;
  visibility: hidden;
  -webkit-transform: scale(0.2);
          transform: scale(0.2); }

.reveal[data-background-transition=zoom] > .backgrounds .slide-background > .slide-background.past,
.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=zoom] {
  opacity: 0;
  visibility: hidden;
  -webkit-transform: scale(16);
          transform: scale(16); }

.reveal[data-background-transition=zoom] > .backgrounds .slide-background > .slide-background.future,
.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=zoom] {
  opacity: 0;
  visibility: hidden;
  -webkit-transform: scale(0.2);
          transform: scale(0.2); }

/* Global transition speed settings */
.reveal[data-transition-speed="fast"] > .backgrounds .slide-background {
  transition-duration: 400ms; }

.reveal[data-transition-speed="slow"] > .backgrounds .slide-background {
  transition-duration: 1200ms; }

/*********************************************
 * OVERVIEW
 *********************************************/
.reveal.overview {
  -webkit-perspective-origin: 50% 50%;
          perspective-origin: 50% 50%;
  -webkit-perspective: 700px;
          perspective: 700px; }
  .reveal.overview .slides {
    -moz-transform-style: preserve-3d; }
  .reveal.overview .slides section {
    height: 100%;
    top: 0 !important;
    opacity: 1 !important;
    overflow: hidden;
    visibility: visible !important;
    cursor: pointer;
    box-sizing: border-box; }
  .reveal.overview .slides section:hover,
  .reveal.overview .slides section.present {
    outline: 10px solid rgba(150, 150, 150, 0.4);
    outline-offset: 10px; }
  .reveal.overview .slides section .fragment {
    opacity: 1;
    transition: none; }
  .reveal.overview .slides section:after,
  .reveal.overview .slides section:before {
    display: none !important; }
  .reveal.overview .slides > section.stack {
    padding: 0;
    top: 0 !important;
    background: none;
    outline: none;
    overflow: visible; }
  .reveal.overview .backgrounds {
    -webkit-perspective: inherit;
            perspective: inherit;
    -moz-transform-style: preserve-3d; }
  .reveal.overview .backgrounds .slide-background {
    opacity: 1;
    visibility: visible;
    outline: 10px solid rgba(150, 150, 150, 0.1);
    outline-offset: 10px; }
  .reveal.overview .backgrounds .slide-background.stack {
    overflow: visible; }

.reveal.overview .slides section,
.reveal.overview-deactivating .slides section {
  transition: none; }

.reveal.overview .backgrounds .slide-background,
.reveal.overview-deactivating .backgrounds .slide-background {
  transition: none; }

/*********************************************
 * RTL SUPPORT
 *********************************************/
.reveal.rtl .slides,
.reveal.rtl .slides h1,
.reveal.rtl .slides h2,
.reveal.rtl .slides h3,
.reveal.rtl .slides h4,
.reveal.rtl .slides h5,
.reveal.rtl .slides h6 {
  direction: rtl;
  font-family: sans-serif; }

.reveal.rtl pre,
.reveal.rtl code {
  direction: ltr; }

.reveal.rtl ol,
.reveal.rtl ul {
  text-align: right; }

.reveal.rtl .progress span {
  float: right; }

/*********************************************
 * PARALLAX BACKGROUND
 *********************************************/
.reveal.has-parallax-background .backgrounds {
  transition: all 0.8s ease; }

/* Global transition speed settings */
.reveal.has-parallax-background[data-transition-speed="fast"] .backgrounds {
  transition-duration: 400ms; }

.reveal.has-parallax-background[data-transition-speed="slow"] .backgrounds {
  transition-duration: 1200ms; }

/*********************************************
 * LINK PREVIEW OVERLAY
 *********************************************/
.reveal .overlay {
  position: absolute;
  top: 0;
  left: 0;
  width: 100%;
  height: 100%;
  z-index: 1000;
  background: rgba(0, 0, 0, 0.9);
  opacity: 0;
  visibility: hidden;
  transition: all 0.3s ease; }

.reveal .overlay.visible {
  opacity: 1;
  visibility: visible; }

.reveal .overlay .spinner {
  position: absolute;
  display: block;
  top: 50%;
  left: 50%;
  width: 32px;
  height: 32px;
  margin: -16px 0 0 -16px;
  z-index: 10;
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    <h2>&#x5F20;&#x817E;</h2>
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</p><div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</div>
</section></section><section><section data-notes lineno="75" class="slide " data-line="75" data-h="1" data-v="0">
<div class="multi_column">
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    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x521D;&#x8877;&#xFF1A;</p>
<ul>
<li>&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x662F;&#x7528;&#x6765;&#x5904;&#x7406;&#x56FE;&#x50CF;&#x4FE1;&#x606F;&#x7684;</li>
<li>&#x5168;&#x8FDE;&#x63A5;&#x7F51;&#x7EDC;&#x5904;&#x7406;&#x56FE;&#x50CF;&#x5B58;&#x5728;&#x4E00;&#x4E9B;&#x95EE;&#x9898;</li>
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<br>
<p>&#x7279;&#x5F81;&#xFF1A;<span class="blue">&#x5C40;&#x90E8;&#x8FDE;&#x63A5;</span>&#xFF0C;<span class="blue">&#x6743;&#x91CD;&#x5171;&#x4EAB;</span>&#xFF0C;<span class="blue">&#x6C60;&#x5316;</span></p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</div>
</section><section vertical="true" data-notes lineno="102" class="slide " data-line="102" data-h="1" data-v="1">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5C40;&#x90E8;&#x8FDE;&#x63A5;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x52A8;&#x673A;&#xFF1A;&#x51CF;&#x5C11;&#x7F51;&#x7EDC;&#x53C2;&#x6570;&#xFF0C;&#x964D;&#x4F4E;&#x6A21;&#x578B;&#x590D;&#x6742;&#x5EA6;</p>
<br>
<p>&#x8BBE;&#x8F93;&#x5165;&#x56FE;&#x50CF;&#x5927;&#x5C0F;&#x4E3A;<span class="mathjax-exps">$100 \times 100$</span>&#xFF0C;&#x5219;&#x7B2C;&#x4E00;&#x4E2A;&#x9690;&#x85CF;&#x5C42;&#x6BCF;&#x4E2A;&#x795E;&#x7ECF;&#x5143;&#x90FD;&#x5BF9;&#x5E94;<span class="mathjax-exps">$10000$</span>&#x4E2A;&#x6743;&#x91CD;&#x53C2;&#x6570;&#xFF0C;&#x968F;&#x7740;&#x9690;&#x85CF;&#x5C42;&#x795E;&#x7ECF;&#x5143;&#x6570;&#x91CF;&#x7684;&#x589E;&#x591A;&#xFF0C;&#x53C2;&#x6570;&#x89C4;&#x6A21;&#x6025;&#x5267;&#x589E;&#x52A0;&#xFF0C;&#x8FD9;&#x4F1A;&#x5BFC;&#x81F4;&#x6574;&#x4E2A;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x7684;&#x8BAD;&#x7EC3;&#x6548;&#x7387;&#x975E;&#x5E38;&#x4F4E;&#xFF0C;&#x4E5F;&#x5F88;&#x5BB9;&#x6613;&#x51FA;&#x73B0;&#x8FC7;&#x62DF;&#x5408;</p>
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<!-- 34 -->
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<!-- 44 -->
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<div>
    $$
        \begin{align*}
            a_1 &amp; = x_1 \times w_1 + x_2 \times w_2 + x_3 \times w_3 \\
            a_2 &amp; = x_2 \times w_1 + x_3 \times w_2 + x_4 \times w_3 \\
            a_3 &amp; = x_3 \times w_1 + x_4 \times w_2 + x_5 \times w_3 \\
            a_4 &amp; = x_4 \times w_1 + x_5 \times w_2 + x_6 \times w_3
        \end{align*}
    $$
</div>
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        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</section><section vertical="true" data-notes lineno="218" class="slide " data-line="218" data-h="2" data-v="1">
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    <div class="title_hr"> 
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    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
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<div>
    $$
        \begin{align*}
            (f \otimes g) [n] = \sum_{m = -\infty}^\infty f[m] \cdot g[n-m] 
        \end{align*}
    $$
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<p>&#x53D6;<span class="mathjax-exps">$f[i] = x_i$</span>&#xFF0C;<span class="mathjax-exps">$g[-2] = w_3$</span>&#xFF0C;<span class="mathjax-exps">$g[-1] = w_2$</span>&#xFF0C;<span class="mathjax-exps">$g[0] = w_1$</span>&#xFF0C;&#x5176;&#x4F59;&#x4E3A;&#x96F6;&#xFF0C;&#x5219;&#x6709;</p>
<div>
    $$
        \begin{align*}
            a_n = x_n w_1 + x_{n+1} w_2 + x_{n+2} w_3 = \sum_{m=n}^{n+2} f[m] \cdot g[n-m] = (f \otimes g) [n]
        \end{align*}
    $$
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" style="margin:2rem" height="300px">
<p>&#x53C2;&#x4E0E;&#x5377;&#x79EF;&#x7684;&#x6DF1;&#x8272;&#x533A;&#x57DF;&#x79F0;&#x4E3A;&#x5BF9;&#x5E94;&#x8F93;&#x51FA;&#x795E;&#x7ECF;&#x5143;&#x7684;&#x611F;&#x53D7;&#x91CE;(receptive field)</p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section></section><section><section data-notes lineno="280" class="slide " data-line="280" data-h="3" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x56FE;&#x50CF;&#x6EE4;&#x6CE2;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x5E73;&#x6ED1;&#x53BB;&#x566A;</p>
<div class="multi_column" style="margin-top:4rem;height:280px">
    <img src="../common/img/tj.jpg" style="margin-left:3rem;height:100%">
    <div style="display:flex;align-items:center;height:280px">
        <p style="margin-left:2rem">
            $\otimes ~ \begin{bmatrix}
                \frac{1}{9} &amp; \frac{1}{9} &amp; \frac{1}{9} \\ \frac{1}{9} &amp; \frac{1}{9} &amp; \frac{1}{9} \\ \frac{1}{9} &amp; \frac{1}{9} &amp; \frac{1}{9}
            \end{bmatrix} ~ =$ 
        </p>
    </div>
    <img src="../common/img/tj1.jpg" style="margin-left:auto;margin-right:10rem;height:100%">
</div>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="312" class="slide " data-line="312" data-h="3" data-v="1">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x56FE;&#x50CF;&#x5377;&#x79EF;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x8FB9;&#x7F18;&#x63D0;&#x53D6;</p>
<div class="multi_column" style="margin-top:4rem;height:280px">
    <img src="../common/img/tj.jpg" style="margin-left:3rem;height:100%">
    <div style="display:flex;align-items:center;height:280px">
        <p style="margin-left:2rem">
            $\otimes ~ \begin{bmatrix}
                0 &amp; 1 &amp; 1 \\ -1 &amp; 0 &amp; 1 \\ -1 &amp; -1 &amp; 0
            \end{bmatrix} ~ = $ 
        </p>
    </div>
    <img src="../common/img/tj3.jpg" style="margin-left:auto;margin-right:10rem;height:100%">
</div>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="344" class="slide " data-line="344" data-h="3" data-v="2">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x56FE;&#x50CF;&#x5377;&#x79EF;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x8FB9;&#x7F18;&#x63D0;&#x53D6;</p>
<div class="multi_column" style="margin-top:4rem;height:280px">
    <img src="../common/img/tj.jpg" style="margin-left:3rem;height:100%">
    <div style="display:flex;align-items:center;height:280px">
        <p style="margin-left:2rem">
            $\otimes ~ \begin{bmatrix}
                0 &amp; 1 &amp; 0 \\ 1 &amp; -4 &amp; 1 \\ 0 &amp; 1 &amp; 0
            \end{bmatrix} ~ = $
        </p>
    </div>
    <img src="../common/img/tj2.jpg" style="margin-left:auto;margin-right:10rem;height:100%">
</div>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="376" class="slide " data-line="376" data-h="3" data-v="3">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">Laplace&#x7B97;&#x5B50;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x504F;&#x5BFC;&#x6570;</p>
<div>
    $$
        \begin{align*}
            \frac{\partial f}{\partial x} = \lim_{u \rightarrow 0} \frac{f(x+u, y) - f(x-u, y)}{2 u} \approx f(x+\frac{1}{2}, y) - f(x-\frac{1}{2}, y)
        \end{align*}
    $$
</div>
<br>
<p>&#x4E8E;&#x662F;</p>
<div>
    $$
        \begin{align*}
            \Delta &amp; f = \div (\grad f) = \left[ \frac{\partial}{\partial x}, \frac{\partial}{\partial y} \right] \cdot \left[ \frac{\partial f}{\partial x}; \frac{\partial f}{\partial y} \right] = \frac{\partial^2 f}{\partial x^2} + \frac{\partial^2 f}{\partial y^2} \\
            &amp; = \frac{\partial f(x+\frac{1}{2}, y)}{\partial x} - \frac{\partial f(x-\frac{1}{2}, y)}{\partial x} + \frac{\partial f(x, y+\frac{1}{2})}{\partial y} - \frac{\partial f(x, y-\frac{1}{2})}{\partial y} \\
            &amp; = (f(x+1, y) - f(x, y)) - (f(x, y) - f(x-1, y)) \\
            &amp; \qquad \qquad \qquad + (f(x, y+1) - f(x, y)) - (f(x, y) - f(x, y-1)) \\
            &amp; = f(x+1, y) + f(x-1, y) + f(x, y-1) + f(x, y+1) - 4 f(x, y)
        \end{align*}
    $$
</div>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section></section><section><section data-notes lineno="420" class="slide " data-line="420" data-h="4" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5377;&#x79EF;&#x8D85;&#x53C2;&#x6570;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x5F15;&#x5165;&#x53C2;&#x6570;&#x53EF;&#x4EE5;&#x66F4;&#x7075;&#x6D3B;&#x5730;&#x8FDB;&#x884C;&#x7279;&#x5F81;&#x62BD;&#x53D6;</p>
<ul>
<li>&#x5927;&#x5C0F;<span class="mathjax-exps">$c$</span>&#xFF1A;&#x6EE4;&#x6CE2;&#x5668;&#x7684;&#x957F;&#x5EA6;</li>
<li>&#x6B65;&#x957F;<span class="mathjax-exps">$s$</span>&#xFF1A;&#x6EE4;&#x6CE2;&#x5668;&#x6ED1;&#x52A8;&#x7684;&#x95F4;&#x9694;</li>
<li>&#x8865;&#x96F6;<span class="mathjax-exps">$p$</span>&#xFF1A;&#x8F93;&#x5165;&#x795E;&#x7ECF;&#x5143;&#x4E24;&#x7AEF;&#x5404;&#x8865;&#x96F6;&#x7684;&#x4E2A;&#x6570;</li>
</ul>
<br>
<p><span class="mathjax-exps">$s=2$</span>&#xFF1A;</p>
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<p>&#x82E5;&#x8F93;&#x5165;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$n$</span>&#xFF0C;&#x5219;&#x5377;&#x79EF;&#x5C42;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$(n - c) / s + 1$</span></p>
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<p>&#x82E5;&#x8F93;&#x5165;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$n$</span>&#xFF0C;&#x5219;&#x5377;&#x79EF;&#x5C42;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$(n - c + 2p) / s + 1$</span></p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="484" class="slide " data-line="484" data-h="4" data-v="2">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5377;&#x79EF;&#x8D85;&#x53C2;&#x6570;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x5F15;&#x5165;&#x53C2;&#x6570;&#x53EF;&#x4EE5;&#x66F4;&#x7075;&#x6D3B;&#x5730;&#x8FDB;&#x884C;&#x7279;&#x5F81;&#x62BD;&#x53D6;</p>
<ul>
<li>&#x5927;&#x5C0F;<span class="mathjax-exps">$c$</span>&#xFF1A;&#x6EE4;&#x6CE2;&#x5668;&#x7684;&#x957F;&#x5EA6;</li>
<li>&#x6B65;&#x957F;<span class="mathjax-exps">$s$</span>&#xFF1A;&#x6EE4;&#x6CE2;&#x5668;&#x6ED1;&#x52A8;&#x7684;&#x95F4;&#x9694;</li>
<li>&#x8865;&#x96F6;<span class="mathjax-exps">$p$</span>&#xFF1A;&#x8F93;&#x5165;&#x795E;&#x7ECF;&#x5143;&#x4E24;&#x7AEF;&#x5404;&#x8865;&#x96F6;&#x7684;&#x4E2A;&#x6570;</li>
</ul>
<br>
<p>&#x82E5;&#x8F93;&#x5165;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$n$</span>&#xFF0C;&#x5219;&#x5377;&#x79EF;&#x5C42;&#x795E;&#x7ECF;&#x5143;&#x4E2A;&#x6570;&#x4E3A;<span class="mathjax-exps">$(n - c + 2p) / s + 1$</span></p>
<br>
<p>&#x5E38;&#x7528;&#x7684;&#x5377;&#x79EF;&#x6709;&#x5982;&#x4E0B;&#x4E09;&#x7C7B;&#xFF1A;</p>
<ul>
<li>&#x7A84;&#x5377;&#x79EF;&#xFF1A;&#x6B65;&#x957F;<span class="mathjax-exps">$s = 1$</span>&#xFF0C;&#x4E24;&#x7AEF;&#x4E0D;&#x8865;&#x96F6;<span class="mathjax-exps">$p = 0$</span>&#xFF0C;&#x5377;&#x79EF;&#x540E;&#x8F93;&#x51FA;&#x957F;&#x5EA6;&#x4E3A;<span class="mathjax-exps">$n &#x2212; c + 1$</span></li>
<li>&#x5BBD;&#x5377;&#x79EF;&#xFF1A;&#x6B65;&#x957F;<span class="mathjax-exps">$s = 1$</span>&#xFF0C;&#x4E24;&#x7AEF;&#x8865;&#x96F6;<span class="mathjax-exps">$p = c - 1$</span>&#xFF0C;&#x5377;&#x79EF;&#x540E;&#x8F93;&#x51FA;&#x957F;&#x5EA6;&#x4E3A;<span class="mathjax-exps">$n + c - 1$</span></li>
<li>&#x7B49;&#x5BBD;&#x5377;&#x79EF;&#xFF1A;&#x6B65;&#x957F;<span class="mathjax-exps">$s = 1$</span>&#xFF0C;&#x4E24;&#x7AEF;&#x8865;&#x96F6;<span class="mathjax-exps">$p = (c &#x2212; 1) / 2$</span>&#xFF0C;&#x5377;&#x79EF;&#x540E;&#x8F93;&#x51FA;&#x957F;&#x5EA6;<span class="mathjax-exps">$n$</span></li>
</ul>
<div class="footer">
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    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section></section><section><section data-notes lineno="520" class="slide " data-line="520" data-h="5" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x53C2;&#x6570;&#x6C42;&#x5BFC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x8BBE;<span class="mathjax-exps">$\Zv = \Av \otimes \Wv + b$</span>&#xFF0C;<span class="mathjax-exps">$\Av \in \Rbb^{U \times V}$</span>&#xFF0C;<span class="mathjax-exps">$\Wv \in \Rbb^{u \times v}$</span>&#xFF0C;<span class="mathjax-exps">$\Zv \in \Rbb^{(U-u+1) \times (V-v+1)}$</span></p>
<div>
    $$
        \begin{align*}
            z_{ij} = \sum_{u,v} w_{uv} a_{i+u-1, j+v-1} + b
        \end{align*}
    $$
</div>
<p>&#x8BB0;<span class="mathjax-exps">$\deltav^\top = \partial \Lcal(\yv, \hat{\yv}) / \partial \Zv$</span>&#x4E3A;&#x8BEF;&#x5DEE;&#x9879;&#xFF0C;&#x7531;&#x94FE;&#x5F0F;&#x6CD5;&#x5219;&#x6709;</p>
<div>
    $$
        \begin{align*}
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial b} &amp; = \sum_{i,j} \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial z_{ij}} \frac{\partial z_{ij}}{\partial b} = \sum_{i,j} [\deltav]_{ij} \\
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial w_{uv}} &amp; = \sum_{i,j} \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial z_{ij}} \frac{\partial z_{ij}}{\partial w_{uv}} = \sum_{i,j} a_{i+u-1, j+v-1} [\deltav]_{ij} \\
            &amp; \Longrightarrow \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial \Wv} = \Av \otimes \deltav
        \end{align*}
    $$
</div>
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        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="560" class="slide " data-line="560" data-h="5" data-v="1">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x53C2;&#x6570;&#x6C42;&#x5BFC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x8BBE;<span class="mathjax-exps">$\Zv = \Av \otimes \Wv + b$</span>&#xFF0C;<span class="mathjax-exps">$\Av \in \Rbb^{U \times V}$</span>&#xFF0C;<span class="mathjax-exps">$\Wv \in \Rbb^{u \times v}$</span>&#xFF0C;<span class="mathjax-exps">$\Zv \in \Rbb^{(U-u+1) \times (V-v+1)}$</span></p>
<div>
    $$
        \begin{align*}
            z_{ij} = \sum_{u,v} w_{uv} a_{i+u-1, j+v-1} + b
        \end{align*}
    $$
</div>
<p>&#x8BB0;<span class="mathjax-exps">$\deltav^\top = \partial \Lcal(\yv, \hat{\yv}) / \partial \Zv$</span>&#x4E3A;&#x8BEF;&#x5DEE;&#x9879;&#xFF0C;&#x7531;&#x94FE;&#x5F0F;&#x6CD5;&#x5219;&#x6709;</p>
<div>
    $$
        \begin{align*}
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial a_{st}} = \sum_{i,j} \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial z_{ij}} \frac{\partial z_{ij}}{\partial a_{st}} = \sum_{i,j} w_{s-i+1,t-j+1} [\deltav]_{ij}
        \end{align*}
    $$
</div>
<p>&#x5F53;<span class="mathjax-exps">$s-i+1 \not \in [u]$</span>&#x6216;&#x8005;<span class="mathjax-exps">$t-j+1 \not \in [v]$</span>&#x65F6;&#xFF0C;&#x4EE4;<span class="mathjax-exps">$w_{s-i+1,t-j+1} = 0$</span>&#xFF0C;&#x76F8;&#x5F53;&#x4E8E;&#x5BF9;<span class="mathjax-exps">$\Wv$</span>&#x8FDB;&#x884C;&#x4E86;<span class="mathjax-exps">$p = (U - u, V - v)$</span>&#x7684;&#x96F6;&#x586B;&#x5145;&#xFF0C;&#x8BB0;<span class="mathjax-exps">$\widetilde{\otimes}$</span>&#x4E3A;<span class="blue">&#x5BBD;&#x5377;&#x79EF;</span></p>
<div>
    $$
        \begin{align*}
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial \Av} = \rot(\Wv) \widetilde{\otimes} \deltav
        \end{align*}
    $$
</div>
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    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</div>
</section></section><section data-notes lineno="608" class="slide " data-line="608" data-h="6" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x6C60;&#x5316;</h5>
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    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x6C60;&#x5316;(pooling)&#x5C42;&#x4E5F;&#x53EB;&#x5B50;&#x91C7;&#x6837;(subsampling)&#x5C42;</p>
<br>
<ul>
<li>&#x6700;&#x5927;&#x6C60;&#x5316;(maximum pooling)&#xFF1A;&#x53D6;&#x4E00;&#x4E2A;&#x533A;&#x57DF;&#x5185;&#x6240;&#x6709;&#x795E;&#x7ECF;&#x5143;&#x7684;&#x6700;&#x5927;&#x503C;&#xFF0C;<span class="blue">&#x62E5;&#x6709;&#x4E00;&#x5B9A;&#x7684;&#x5E73;&#x79FB;&#x4E0D;&#x53D8;&#x6027;</span></li>
</ul>
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" style="margin:2rem" height="200px">
<ul>
<li>&#x5E73;&#x5747;&#x6C60;&#x5316;(mean pooling)&#xFF1A;&#x53D6;&#x4E00;&#x4E2A;&#x533A;&#x57DF;&#x5185;&#x6240;&#x6709;&#x795E;&#x7ECF;&#x5143;&#x7684;&#x5E73;&#x5747;&#x503C;</li>
</ul>
<br>
<p>&#x4F5C;&#x7528;&#xFF1A;&#x5C06;&#x533A;&#x57DF;&#x4E0B;&#x91C7;&#x6837;&#x4E3A;&#x4E00;&#x4E2A;&#x503C;&#x5B9E;&#x73B0;&#x7279;&#x5F81;&#x9009;&#x62E9;&#xFF0C;&#x8FDB;&#x4E00;&#x6B65;&#x51CF;&#x5C11;&#x7F51;&#x7EDC;&#x53C2;&#x6570;&#xFF0C;&#x964D;&#x4F4E;&#x6A21;&#x578B;&#x590D;&#x6742;&#x5EA6;</p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section><section data-notes lineno="640" class="slide " data-line="640" data-h="7" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x7531;&#x5377;&#x79EF;&#x5C42;&#x3001;&#x6C60;&#x5316;&#x5C42;&#x3001;&#x5168;&#x8FDE;&#x63A5;&#x5C42;&#x4EA4;&#x53C9;&#x5806;&#x53E0;&#x800C;&#x6210;</p>
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<g id="clust2" class="cluster">
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<!-- 输入 -->
<g id="node1" class="node">
<title>&#x8F93;&#x5165;</title>
<text text-anchor="middle" x="27" y="-37.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">&#x8F93;&#x5165;</text>
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<!-- 卷积 -->
<g id="node2" class="node">
<title>&#x5377;&#x79EF;</title>
<text text-anchor="middle" x="131" y="-37.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">&#x5377;&#x79EF;</text>
</g>
<!-- 输入&#45;&gt;卷积 -->
<g id="edge3" class="edge">
<title>&#x8F93;&#x5165;-&gt;&#x5377;&#x79EF;</title>
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<!-- ReLU -->
<g id="node3" class="node">
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<text text-anchor="middle" x="235.5488" y="-37.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">ReLU</text>
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<!-- 卷积&#45;&gt;ReLU -->
<g id="edge1" class="edge">
<title>&#x5377;&#x79EF;-&gt;ReLU</title>
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<polygon fill="#586e75" stroke="#586e75" points="207.7611,-42 202.7612,-44.2501 205.2611,-42 202.7611,-42.0001 202.7611,-42.0001 202.7611,-42.0001 205.2611,-42 202.7611,-39.7501 207.7611,-42 207.7611,-42"/>
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<!-- 池化 -->
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<!-- ReLU&#45;&gt;池化 -->
<g id="edge2" class="edge">
<title>ReLU-&gt;&#x6C60;&#x5316;</title>
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<!-- 全连接 -->
<g id="node5" class="node">
<title>&#x5168;&#x8FDE;&#x63A5;</title>
<text text-anchor="middle" x="451.536" y="-37.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">&#x5168;&#x8FDE;&#x63A5;</text>
</g>
<!-- 池化&#45;&gt;全连接 -->
<g id="edge4" class="edge">
<title>&#x6C60;&#x5316;-&gt;&#x5168;&#x8FDE;&#x63A5;</title>
<path fill="none" stroke="#586e75" d="M367.3585,-42C380.6726,-42 396.95,-42 411.6305,-42"/>
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<!-- Softmax激活 -->
<g id="node6" class="node">
<title>Softmax&#x6FC0;&#x6D3B;</title>
<text text-anchor="middle" x="586.6336" y="-37.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">Softmax&#x6FC0;&#x6D3B;</text>
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<!-- 全连接&#45;&gt;Softmax激活 -->
<g id="edge5" class="edge">
<title>&#x5168;&#x8FDE;&#x63A5;-&gt;Softmax&#x6FC0;&#x6D3B;</title>
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<polygon fill="#586e75" stroke="#586e75" points="535.9304,-42 530.9304,-44.2501 533.4304,-42 530.9304,-42.0001 530.9304,-42.0001 530.9304,-42.0001 533.4304,-42 530.9303,-39.7501 535.9304,-42 535.9304,-42"/>
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</g>
</svg>
</p><p>&#x8D8B;&#x52BF;</p>
<ul>
<li>&#x66F4;&#x5C0F;&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6BD4;&#x5982;<span class="mathjax-exps">$3 \times 3$</span></li>
<li>&#x66F4;&#x6DF1;&#x7684;&#x7ED3;&#x6784;&#xFF0C;&#x6BD4;&#x5982;&#x5C42;&#x6570;&#x5927;&#x4E8E;<span class="mathjax-exps">$50$</span></li>
<li>&#x6C60;&#x5316;&#x5C42;&#x7684;&#x4F5C;&#x7528;&#x53EF;&#x7531;&#x5377;&#x79EF;&#x6B65;&#x957F;&#x4EE3;&#x66FF;&#xFF0C;&#x4F7F;&#x7528;&#x6BD4;&#x4F8B;&#x9010;&#x6E10;&#x964D;&#x4F4E;&#xFF0C;&#x8D8B;&#x5411;&#x4E8E;&#x5168;&#x5377;&#x79EF;&#x7F51;&#x7EDC;</li>
</ul>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="712" class="slide " data-line="712" data-h="7" data-v="1">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x53CD;&#x5411;&#x4F20;&#x64AD;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x4E5F;&#x662F;&#x901A;&#x8FC7;&#x8BEF;&#x5DEE;&#x53CD;&#x5411;&#x4F20;&#x64AD;&#x7B97;&#x6CD5;&#x8FDB;&#x884C;&#x53C2;&#x6570;&#x5B66;&#x4E60;</p>
<br>
<p>&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x7684;&#x53C2;&#x6570;&#x4E3A;<span class="blue">&#x5377;&#x79EF;&#x6838;</span>&#x548C;<span class="blue">&#x504F;&#x7F6E;</span></p>
<br>
<p>&#x8BBE;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x4E3A;&#x5377;&#x79EF;&#x5C42;&#xFF1A;<span class="mathjax-exps">$\Zv_l = \Av_{l-1} \otimes \Wv_l + b_l$</span>&#xFF0C;<span class="mathjax-exps">$\partial \Lcal(\yv, \hat{\yv}) / \partial \Zv_l = \deltav_l^\top$</span>&#x4E3A;&#x8BEF;&#x5DEE;&#x9879;</p>
<div>
    $$
        \begin{align*}
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial \Wv_l} &amp; = \Av_{l-1} \otimes \deltav_l \\
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial b_l} &amp; = \sum_{i,j} [\deltav_l]_{ij} \\
            \frac{\partial \Lcal (\yv, \hat{\yv})}{\partial \Av_{l-1}} &amp; = \rot(\Wv_l) \widetilde{\otimes} \deltav_l
        \end{align*}
    $$
</div>
<p>&#x5269;&#x4E0B;&#x9700;&#x8BA1;&#x7B97;<span class="mathjax-exps">$\deltav_l$</span></p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="752" class="slide " data-line="752" data-h="7" data-v="2">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x53CD;&#x5411;&#x4F20;&#x64AD;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x82E5;&#x7B2C;<span class="mathjax-exps">$l+1$</span>&#x5C42;&#x4E3A;&#x6C60;&#x5316;&#x5C42;&#xFF1A;&#x8BE5;&#x5C42;&#x7684;&#x795E;&#x7ECF;&#x5143;&#x662F;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x7684;&#x67D0;&#x4E2A;&#x533A;&#x57DF;&#x4E0B;&#x91C7;&#x6837;&#x5F97;&#x5230;&#x7684;</p>
<div>
    $$
        \begin{align*}
            \Zv_l \xrightarrow{~~&#x6FC0;&#x6D3B;\quad} \Av_l \xrightarrow{~~&#x6C60;&#x5316;\quad} \Zv_{l+1}
        \end{align*}
    $$
</div>
<br>
<p>&#x53CD;&#x5411;&#x4F20;&#x64AD;&#x65F6;&#xFF0C;&#x9700;&#x5BF9;&#x7B2C;<span class="mathjax-exps">$l+1$</span>&#x5C42;&#x7684;&#x8BEF;&#x5DEE;&#x9879;<span class="green">&#x4E0A;&#x91C7;&#x6837;</span>&#x5230;&#x548C;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x4E00;&#x6837;&#x5927;</p>
<p></p><div class="mathjax-exps">$$\begin{align*}         \deltav_l = \frac{\partial \Lcal(\yv, \hat{\yv})}{\partial \Zv_l} &amp; = \class{red}{\frac{\partial \Lcal(\yv, \hat{\yv})}{\partial \Zv_{l+1}}} \class{green}{\frac{\partial \Zv_{l+1}}{\partial \Av_l}} \class{blue}{\frac{\partial \Av_l}{\partial \Zv_l}} \\         &amp; = \class{green}{\up}(\class{red}{\deltav_{l+1}}) \odot \class{blue}{h&apos;_l (\Zv_l)}     \end{align*}$$</div><p></p>
<ul>
<li>&#x6700;&#x5927;&#x6C60;&#x5316;&#xFF1A;&#x8BEF;&#x5DEE;&#x9879;<span class="mathjax-exps">$\deltav_{l+1}$</span>&#x4E2D;&#x7684;&#x6BCF;&#x4E2A;&#x503C;&#x4F1A;&#x76F4;&#x63A5;&#x4F20;&#x9012;&#x5230;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x5BF9;&#x5E94;&#x533A;&#x57DF;&#x4E2D;&#x7684;&#x6700;&#x5927;&#x503C;&#x6240;&#x5BF9;&#x5E94;&#x7684;&#x795E;&#x7ECF;&#x5143;&#xFF0C;&#x8BE5;&#x533A;&#x57DF;&#x4E2D;&#x5176;&#x5B83;&#x795E;&#x7ECF;&#x5143;&#x7684;&#x8BEF;&#x5DEE;&#x9879;&#x7684;&#x90FD;&#x8BBE;&#x4E3A;<span class="mathjax-exps">$0$</span></li>
<li>&#x5E73;&#x5747;&#x6C60;&#x5316;&#xFF1A;&#x8BEF;&#x5DEE;&#x9879;<span class="mathjax-exps">$\deltav_{l+1}$</span>&#x4E2D;&#x6BCF;&#x4E2A;&#x503C;&#x4F1A;&#x88AB;&#x5E73;&#x5747;&#x5206;&#x914D;&#x5230;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x5BF9;&#x5E94;&#x533A;&#x57DF;&#x4E2D;&#x7684;&#x6240;&#x6709;&#x795E;&#x7ECF;&#x5143;&#x4E0A;</li>
</ul>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="794" class="slide " data-line="794" data-h="7" data-v="3">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x53CD;&#x5411;&#x4F20;&#x64AD;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>&#x82E5;&#x7B2C;<span class="mathjax-exps">$l+1$</span>&#x5C42;&#x4E3A;&#x5377;&#x79EF;&#x5C42;&#xFF1A;&#x8BE5;&#x5C42;&#x7684;&#x795E;&#x7ECF;&#x5143;&#x662F;&#x7B2C;<span class="mathjax-exps">$l$</span>&#x5C42;&#x795E;&#x7ECF;&#x5143;&#x7ECF;&#x8FC7;&#x5377;&#x79EF;&#x5F97;&#x5230;&#x7684;</p>
<div>
    $$
        \begin{align*}
            \Zv_l \xrightarrow{~~&#x6FC0;&#x6D3B;\quad} \Av_l \xrightarrow{~~&#x5377;&#x79EF;\quad} \Zv_{l+1}
        \end{align*}
    $$
</div>
<br>
<p>&#x53CD;&#x5411;&#x4F20;&#x64AD;</p>
<div>
    $$
        \begin{align*}
            \deltav_l = \frac{\partial \Lcal(\yv, \hat{\yv})}{\partial \Zv_l} &amp; = \frac{\partial \Av_l}{\partial \Zv_l} \frac{\partial \Lcal(\yv, \hat{\yv})}{\partial \Av_l} \\
            &amp; = h&apos;_l (\Zv_l) \odot (\rot(\Wv_{l+1}) \widetilde{\otimes} \deltav_{l+1})
        \end{align*}
    $$
</div>
<p>&#x5176;&#x4E2D;<span class="mathjax-exps">$\widetilde{\otimes}$</span>&#x4E3A;&#x5BBD;&#x5377;&#x79EF;</p>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section></section><section><section data-notes lineno="837" class="slide " data-line="837" data-h="8" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5178;&#x578B;&#x7684;&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>LeNet-5&#xFF1A;90 &#x5E74;&#x4EE3;&#x88AB;&#x7F8E;&#x56FD;&#x5F88;&#x591A;&#x94F6;&#x884C;&#x7528;&#x6765;&#x8BC6;&#x522B;&#x652F;&#x7968;&#x4E0A;&#x9762;&#x7684;&#x624B;&#x5199;&#x6570;&#x5B57;</p>
<br>
<p>&#x4E0D;&#x8BA1;&#x8F93;&#x5165;&#x5C42;&#xFF0C;LeNet-5 &#x5171;&#x6709;<span class="mathjax-exps">$7$</span>&#x5C42;&#xFF1A;</p>
<ol>
<li>&#x8F93;&#x5165;&#x5C42;&#xFF0C;&#x8F93;&#x5165;&#x56FE;&#x50CF;&#x5927;&#x5C0F;&#x4E3A;<span class="mathjax-exps">$32 \times 32 = 1024$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x4F7F;&#x7528;<span class="mathjax-exps">$6$</span>&#x4E2A;<span class="mathjax-exps">$5 \times 5$</span>&#x7684;&#x5377;&#x79EF;&#x6838;</li>
<li>&#x6C60;&#x5316;&#x5C42;&#xFF0C;&#x91C7;&#x6837;&#x7A97;&#x53E3;&#x4E3A;<span class="mathjax-exps">$2 \times 2$</span>&#xFF0C;&#x4F7F;&#x7528;&#x5E73;&#x5747;&#x6C60;&#x5316;</li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x5171;&#x4F7F;&#x7528;<span class="mathjax-exps">$60$</span>&#x4E2A;<span class="mathjax-exps">$5 \times 5$</span>&#x7684;&#x5377;&#x79EF;&#x6838;</li>
<li>&#x6C60;&#x5316;&#x5C42;&#xFF0C;&#x91C7;&#x6837;&#x7A97;&#x53E3;&#x4E3A;<span class="mathjax-exps">$2 \times 2$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x5171;&#x4F7F;&#x7528;<span class="mathjax-exps">$1920$</span>&#x4E2A;<span class="mathjax-exps">$5 \times 5$</span>&#x7684;&#x5377;&#x79EF;&#x6838;</li>
<li>&#x5168;&#x8FDE;&#x63A5;&#x5C42;</li>
<li>&#x8F93;&#x51FA;&#x5C42;&#xFF0C;&#x7531;<span class="mathjax-exps">$10$</span>&#x4E2A;&#x6B27;&#x6C0F;&#x5F84;&#x5411;&#x57FA;&#x51FD;&#x6570;&#x51FD;&#x6570;&#x7EC4;&#x6210;</li>
</ol>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="870" class="slide " data-line="870" data-h="8" data-v="1">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5178;&#x578B;&#x7684;&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>AlexNet&#xFF1A;&#x7B2C;&#x4E00;&#x4E2A;&#x73B0;&#x4EE3;&#x5377;&#x79EF;&#x7F51;&#x7EDC;&#x6A21;&#x578B;&#xFF0C;2012 &#x5E74; ImageNet &#x56FE;&#x50CF;&#x5206;&#x7C7B;&#x7ADE;&#x8D5B;&#x51A0;&#x519B;</p>
<ol>
<li>&#x8F93;&#x5165;&#x5C42;&#xFF0C;&#x8F93;&#x5165;&#x56FE;&#x50CF;&#x5927;&#x5C0F;&#x4E3A;<span class="mathjax-exps">$224 \times 224 \times 3$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x4F7F;&#x7528;&#x4E24;&#x4E2A;<span class="mathjax-exps">$11 \times 11 \times 3 \times 48$</span>&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=4$</span>&#xFF0C;&#x96F6;&#x586B;&#x5145;<span class="mathjax-exps">$p=3$</span></li>
<li>&#x6C60;&#x5316;&#x5C42;&#xFF0C;&#x91C7;&#x6837;&#x7A97;&#x53E3;&#x4E3A;<span class="mathjax-exps">$3 \times 3$</span>&#xFF0C;&#x4F7F;&#x7528;&#x6700;&#x5927;&#x6C60;&#x5316;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=2$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x5171;&#x4F7F;&#x7528;&#x4E24;&#x4E2A;<span class="mathjax-exps">$5 \times 5 \times 48 \times 128$</span>&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=1$</span>&#xFF0C;&#x96F6;&#x586B;&#x5145;<span class="mathjax-exps">$p=2$</span></li>
<li>&#x6C60;&#x5316;&#x5C42;&#xFF0C;&#x91C7;&#x6837;&#x7A97;&#x53E3;&#x4E3A;<span class="mathjax-exps">$3 \times 3$</span>&#xFF0C;&#x4F7F;&#x7528;&#x6700;&#x5927;&#x6C60;&#x5316;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=2$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x4F7F;&#x7528;&#x4E00;&#x4E2A;<span class="mathjax-exps">$3 \times 3 \times 256 \times 384$</span>&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=1$</span>&#xFF0C;&#x96F6;&#x586B;&#x5145;<span class="mathjax-exps">$p=1$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x4F7F;&#x7528;&#x4E24;&#x4E2A;<span class="mathjax-exps">$3 \times 3 \times 192 \times 192$</span>&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=1$</span>&#xFF0C;&#x96F6;&#x586B;&#x5145;<span class="mathjax-exps">$p=1$</span></li>
<li>&#x5377;&#x79EF;&#x5C42;&#xFF0C;&#x4F7F;&#x7528;&#x4E24;&#x4E2A;<span class="mathjax-exps">$3 \times 3 \times 192 \times 128$</span>&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=1$</span>&#xFF0C;&#x96F6;&#x586B;&#x5145;<span class="mathjax-exps">$p=1$</span></li>
<li>&#x6C60;&#x5316;&#x5C42;&#xFF0C;&#x91C7;&#x6837;&#x7A97;&#x53E3;&#x4E3A;<span class="mathjax-exps">$3 \times 3$</span>&#xFF0C;&#x4F7F;&#x7528;&#x6700;&#x5927;&#x6C60;&#x5316;&#xFF0C;&#x6B65;&#x957F;<span class="mathjax-exps">$s=2$</span></li>
<li>&#x4E09;&#x4E2A;&#x5168;&#x8FDE;&#x63A5;&#x5C42;</li>
<li>&#x8F93;&#x51FA;&#x5C42;</li>
</ol>
<div class="footer">
    <hr class="hr_bottom">
    <div class="multi_column">
        <h6 class="bottom_left">&#x56FE;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;&#x5BFC;&#x8BBA;</h6>
        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
    </div>
</div>
</section><section vertical="true" data-notes lineno="902" class="slide " data-line="902" data-h="8" data-v="2">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x5178;&#x578B;&#x7684;&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h5>
    </div>
    <img class="xiaohui" src="../common/img/xiaohui.png" height="120px">
</div>
<p>Inception &#x7F51;&#x7EDC;&#xFF1A;&#x4E00;&#x4E2A;&#x5377;&#x79EF;&#x5C42;&#x5305;&#x542B;&#x591A;&#x4E2A;&#x4E0D;&#x540C;&#x5927;&#x5C0F;&#x7684;&#x5377;&#x79EF;&#x64CD;&#x4F5C;</p>
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<g id="node2" class="node">
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<g id="edge1" class="edge">
<title>&#x8F93;&#x5165;-&gt;11</title>
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<g id="node3" class="node">
<title>12</title>
<text text-anchor="middle" x="196" y="-159.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">1&#xD7;1&#x5377;&#x79EF;</text>
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<!-- 输入&#45;&gt;12 -->
<g id="edge2" class="edge">
<title>&#x8F93;&#x5165;-&gt;12</title>
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<g id="node4" class="node">
<title>13</title>
<text text-anchor="middle" x="292" y="-94.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">1&#xD7;1&#x5377;&#x79EF;</text>
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<!-- 输入&#45;&gt;13 -->
<g id="edge3" class="edge">
<title>&#x8F93;&#x5165;-&gt;13</title>
<path fill="none" stroke="#586e75" d="M248.0913,-210.9241C257.1747,-187.7703 272.931,-147.6074 282.893,-122.2139"/>
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<!-- 14 -->
<g id="node5" class="node">
<title>14</title>
<text text-anchor="middle" x="392" y="-159.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">3&#xD7;3&#x6700;&#x5927;&#x6C60;&#x5316;</text>
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<!-- 输入&#45;&gt;14 -->
<g id="edge4" class="edge">
<title>&#x8F93;&#x5165;-&gt;14</title>
<path fill="none" stroke="#586e75" d="M268.345,-217.229C289.7873,-207.9989 320.1233,-194.9403 345.3814,-184.0676"/>
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<!-- 21 -->
<g id="node6" class="node">
<title>21</title>
<text text-anchor="middle" x="54" y="-94.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">3&#xD7;3&#x5377;&#x79EF;</text>
</g>
<!-- 11&#45;&gt;21 -->
<g id="edge5" class="edge">
<title>11-&gt;21</title>
<path fill="none" stroke="#586e75" d="M57.6072,-145.8939C57.0438,-138.5688 56.3863,-130.0213 55.7881,-122.2449"/>
<polygon fill="#586e75" stroke="#586e75" points="55.3853,-117.009 58.0123,-121.8217 55.5771,-119.5017 55.7689,-121.9943 55.7689,-121.9943 55.7689,-121.9943 55.5771,-119.5017 53.5255,-122.1669 55.3853,-117.009 55.3853,-117.009"/>
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<g id="node7" class="node">
<title>22</title>
<text text-anchor="middle" x="173" y="-94.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">5&#xD7;5&#x5377;&#x79EF;</text>
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<!-- 12&#45;&gt;22 -->
<g id="edge6" class="edge">
<title>12-&gt;22</title>
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<!-- 堆叠 -->
<g id="node9" class="node">
<title>&#x5806;&#x53E0;</title>
<text text-anchor="middle" x="232" y="-29.2" font-family="EBGaramond12-Regular,fz-lz" font-size="16.00" fill="#b58900">&#x5806;&#x53E0;</text>
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<!-- 13&#45;&gt;堆叠 -->
<g id="edge8" class="edge">
<title>13-&gt;&#x5806;&#x53E0;</title>
<path fill="none" stroke="#586e75" d="M275.2867,-80.8939C268.135,-73.1462 259.7209,-64.0309 252.2219,-55.9071"/>
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<g id="node8" class="node">
<title>23</title>
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<!-- 14&#45;&gt;23 -->
<g id="edge7" class="edge">
<title>14-&gt;23</title>
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<!-- 21&#45;&gt;堆叠 -->
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<!-- 22&#45;&gt;堆叠 -->
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<!-- 23&#45;&gt;堆叠 -->
<g id="edge11" class="edge">
<title>23-&gt;&#x5806;&#x53E0;</title>
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        <h6 class="bottom_center">&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h6>
        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</section><section vertical="true" data-notes lineno="959" class="slide " data-line="959" data-h="8" data-v="3">
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        <h5 class="title">&#x5178;&#x578B;&#x7684;&#x5377;&#x79EF;&#x795E;&#x7ECF;&#x7F51;&#x7EDC;</h5>
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<p>GoogLeNet&#xFF0C;2014 &#x5E74; ImageNet &#x56FE;&#x50CF;&#x5206;&#x7C7B;&#x7ADE;&#x8D5B;&#x7684;&#x51A0;&#x519B;</p>
<br>
<p>&#x7531; 9 &#x4E2A; Inception v1 &#x6A21;&#x5757;&#x548C; 5 &#x4E2A;&#x6C60;&#x5316;&#x5C42;&#x4EE5;&#x53CA;&#x5176;&#x5B83;&#x4E00;&#x4E9B;&#x5377;&#x79EF;&#x5C42;&#x548C;&#x5168;&#x8FDE;&#x63A5;&#x5C42;&#x6784;&#x6210;&#xFF0C;&#x603B;&#x5171;&#x4E3A; 22 &#x5C42;&#x7F51;&#x7EDC;</p>
<br>
<p>Inception &#x7F51;&#x7EDC;&#x6709;&#x591A;&#x4E2A;&#x6539;&#x8FDB;&#x7248;&#x672C;</p>
<ul>
<li>v3 &#x7F51;&#x7EDC;&#x7528;&#x591A;&#x5C42;&#x7684;&#x5C0F;&#x5377;&#x79EF;&#x6838;&#x6765;&#x66FF;&#x6362;&#x5927;&#x7684;&#x5377;&#x79EF;&#x6838;&#xFF0C;&#x4EE5;&#x51CF;&#x5C11;&#x8BA1;&#x7B97;&#x91CF;&#x548C;&#x53C2;&#x6570;&#x91CF;</li>
<li>v4 &#x7F51;&#x7EDC;&#x7ED3;&#x5408;&#x4E86;&#x6B8B;&#x5DEE;&#x7F51;&#x7EDC;&#x7684;&#x8BBE;&#x8BA1;&#xFF0C;&#x5E26;&#x6709;&#x76F4;&#x8FDE;&#x8FB9;</li>
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        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</section></section><section><section data-notes lineno="990" class="slide " data-line="990" data-h="9" data-v="0">
<div class="multi_column">
    <div class="title_hr"> 
        <hr class="hr_top">
        <h5 class="title">&#x82B1;&#x5F0F;&#x5377;&#x79EF;</h5>
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<p>(&#x7A84;)&#x5377;&#x79EF;&#x53EF;&#x89C6;&#x4E3A;&#x9AD8;&#x7EF4;&#x7279;&#x5F81;&#x5230;&#x4F4E;&#x7EF4;&#x7279;&#x5F81;&#x7684;&#x964D;&#x7EF4;&#x53D8;&#x6362;</p>
<br>
<p>&#x8BBE;&#x4E00;&#x7EF4;&#x5377;&#x79EF;&#x6838;<span class="mathjax-exps">$\wv$</span>&#x7684;&#x5927;&#x5C0F;&#x4E3A;<span class="mathjax-exps">$c$</span>&#xFF0C;&#x5219;<span class="mathjax-exps">$\wv: \Rbb^d \mapsto \Rbb^{d-c}$</span></p>
<p>&#x53D6;<span class="mathjax-exps">$c = 3$</span>&#xFF0C;<span class="mathjax-exps">$d = 5$</span></p>
<div>
    $$
        \begin{align*}
            \begin{bmatrix}
                z_1 \\ z_2 \\ z_3
            \end{bmatrix} = \zv = \av \otimes \wv = \begin{bmatrix}
                w_1 &amp; w_2 &amp; w_3 &amp; 0 &amp; 0 \\ 0 &amp; w_1 &amp; w_2 &amp; w_3 &amp; 0 \\ 0 &amp; 0 &amp; w_1 &amp; w_2 &amp; w_3
            \end{bmatrix} \begin{bmatrix}
                a_1 \\ a_2 \\ a_3 \\ a_4 \\ a_5
            \end{bmatrix} = \Wv \av
        \end{align*}
    $$
</div>
<p>&#x5982;&#x679C;&#x60F3;&#x5347;&#x7EF4;&#x600E;&#x4E48;&#x529E;&#xFF1F;</p>
<ul>
<li>&#x8F6C;&#x7F6E;</li>
<li>&#x5FAE;&#x6B65;</li>
</ul>
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        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</section><section vertical="true" data-notes lineno="1035" class="slide " data-line="1035" data-h="9" data-v="1">
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        <hr class="hr_top">
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<div>
    $$
        \begin{align*}
            \begin{bmatrix}
                a_1 \\ a_2 \\ a_3 \\ a_4 \\ a_5
            \end{bmatrix} = \av = \Wv^\top \zv
            &amp; = \begin{bmatrix}
                w_1 &amp; 0 &amp; 0 \\ w_2 &amp; w_1 &amp; 0 \\ w_3 &amp; w_2 &amp; w_1 \\ 0 &amp; w_3 &amp; w_2 \\ 0 &amp; 0 &amp; w_3
            \end{bmatrix} \begin{bmatrix}
                z_1 \\ z_2 \\ z_3
            \end{bmatrix} \\
            &amp; = \begin{bmatrix}
                w_3 &amp; w_2 &amp; w_1 &amp; 0 &amp; 0 &amp; 0 &amp; 0 \\ 0 &amp; w_3 &amp; w_2 &amp; w_1 &amp; 0 &amp; 0 &amp; 0 \\ 0 &amp; 0 &amp; w_3 &amp; w_2 &amp; w_1 &amp; 0 &amp; 0 \\ 0 &amp; 0 &amp; 0 &amp; w_3 &amp; w_2 &amp; w_1 &amp; 0 \\ 0 &amp; 0 &amp; 0 &amp; 0 &amp; w_3 &amp; w_2 &amp; w_1
            \end{bmatrix} \begin{bmatrix}
                0 \\ 0 \\ z_1 \\ z_2 \\ z_3 \\ 0 \\ 0
            \end{bmatrix} \\
            &amp; = \zv \widetilde{\otimes} \rot(\wv)
        \end{align*}
    $$
</div>
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        <h6 class="bottom_right">tengzhang@hust.edu.cn</h6>
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</section><section vertical="true" data-notes lineno="1074" class="slide " data-line="1074" data-h="9" data-v="2">
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<p>&#x4EE4;&#x5377;&#x79EF;&#x6838;&#x7684;&#x6B65;&#x957F;<span class="mathjax-exps">$s &lt; 1$</span>&#x4E5F;&#x53EF;&#x4EE5;&#x5B9E;&#x73B0;&#x5347;&#x7EF4;</p>
<br>
<p>&#x5B9E;&#x73B0;&#xFF1A;&#x5728;&#x8F93;&#x5165;&#x7279;&#x5F81;&#x4E4B;&#x95F4;&#x63D2;&#x5165;<span class="mathjax-exps">$0$</span>&#x95F4;&#x63A5;&#x4F7F;&#x5F97;&#x6B65;&#x957F;&#x53D8;&#x5C0F;</p>
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